SIGNATURE WORK
CONFERENCE & EXHIBITION 2024

Machine Learning in Finance: A Deep Insight into the Logistic Regression Model for Credit Score Classification

Name

Zehao Wang

Major

Applied Mathematics and Computational Sciences

Class

2024

About

Zehao Wang; Mathematics major; Shanghai, China.

Signature Work Project Overview

My SW project will mainly focus on these following three questions:

• How to determine the accuracy of the model?
• Why we should use the Logistic regression model?
• How to improve the logistic regression model in the prediction accuracy?
• How to improve the interpretation ability of the logistic regression model?

I explain the challenges and provide possible and effective solutions to the questions above.

Signature Work Presentation Video